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Design and implementation of FPGA-based deep learning object detection system

Aiming at the problems of higher computational complexity and larger memory requirements of current object detection algorithm, we designed and implemented an FPGA-based deep learning object detection system. We also designed the hardware accelerator corresponding to the YOLOv2-Tiny object detection...

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Autors principals: Chen Chen, Yan Wei, Xia Jun, Chai Zhilei
Format: Artigo
Idioma:Chinês
Publicat: National Computer System Engineering Research Institute of China 2019-08-01
Col·lecció:Dianzi Jishu Yingyong
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Accés en línia:http://www.chinaaet.com/article/3000107132
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